Perkins Time-to-Vote Export

Dataset statistics

Number of variables	30
Number of observations	15453
Missing cells	33738
Missing cells (%)	7.3%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	11.8 MiB
Average record size in memory	801.4 B

Variable types

Categorical	9
Numeric	8
Boolean	2
DateTime	9
Unsupported	2

Warnings

`RADIUS_FROM_POLL_USED_FOR_CALCULATION` has constant value "60"	Constant
`VISIT_DURING_OPEN_HOURS` has constant value "True"	Constant
`DEVICE_ID_HASH` has a high cardinality: 13644 distinct values	High cardinality
`SPATIALLY_DISTINCT_GEOHASH_KEY` has a high cardinality: 366 distinct values	High cardinality
`CND_POLL_UUID` has a high cardinality: 366 distinct values	High cardinality
`PRECINCT_ID` has a high cardinality: 348 distinct values	High cardinality
`PRECINCT_NAME` has a high cardinality: 351 distinct values	High cardinality
`POLLING_LOCATION_ADDRESS` has a high cardinality: 365 distinct values	High cardinality
`POLLING_LOCATION_NAME` has a high cardinality: 372 distinct values	High cardinality
`LOWER_MINUTES_WAITING` is highly correlated with `UPPER_MINUTES_WAITING` and 2 other fields	High correlation
`UPPER_MINUTES_WAITING` is highly correlated with `LOWER_MINUTES_WAITING` and 2 other fields	High correlation
`EXPECTED_MINUTES_WAITING` is highly correlated with `LOWER_MINUTES_WAITING` and 2 other fields	High correlation
`HOME_GEOID` is highly correlated with `HOME_COUNTY_FIPS`	High correlation
`HOME_COUNTY_FIPS` is highly correlated with `HOME_GEOID`	High correlation
`WAIT_TIME_MINUTES` is highly correlated with `LOWER_MINUTES_WAITING` and 2 other fields	High correlation
`UPPER_MINUTES_WAITING` is highly correlated with `EXPECTED_MINUTES_WAITING` and 1 other fields	High correlation
`EXPECTED_MINUTES_WAITING` is highly correlated with `UPPER_MINUTES_WAITING` and 1 other fields	High correlation
`HOME_GEOID` is highly correlated with `HOME_COUNTY_FIPS` and 2 other fields	High correlation
`HOME_COUNTY_FIPS` is highly correlated with `HOME_GEOID` and 2 other fields	High correlation
`WAIT_TIME_MINUTES` is highly correlated with `UPPER_MINUTES_WAITING` and 1 other fields	High correlation
`POLLING_LOCATION_CENSUS_TRACT` is highly correlated with `HOME_GEOID` and 2 other fields	High correlation
`POLLING_LOCATION_COUNTY_FIPS` is highly correlated with `HOME_GEOID` and 2 other fields	High correlation
`LOWER_MINUTES_WAITING` is highly correlated with `RADIUS_FROM_POLL_USED_FOR_CALCULATION` and 1 other fields	High correlation
`UPPER_MINUTES_WAITING` is highly correlated with `RADIUS_FROM_POLL_USED_FOR_CALCULATION` and 3 other fields	High correlation
`RADIUS_FROM_POLL_USED_FOR_CALCULATION` is highly correlated with `LOWER_MINUTES_WAITING` and 3 other fields	High correlation
`EXPECTED_MINUTES_WAITING` is highly correlated with `UPPER_MINUTES_WAITING` and 2 other fields	High correlation
`HOME_GEOID` is highly correlated with `HOME_COUNTY_FIPS` and 4 other fields	High correlation
`HOME_COUNTY_FIPS` is highly correlated with `HOME_GEOID` and 4 other fields	High correlation
`HAS_PING_IN_BUILDING` is highly correlated with `RADIUS_FROM_POLL_USED_FOR_CALCULATION` and 3 other fields	High correlation
`WAIT_TIME_MINUTES` is highly correlated with `UPPER_MINUTES_WAITING` and 2 other fields	High correlation
`VISIT_DURING_OPEN_HOURS` is highly correlated with `LOWER_MINUTES_WAITING` and 7 other fields	High correlation
`POLLING_LOCATION_CENSUS_TRACT` is highly correlated with `HOME_GEOID` and 2 other fields	High correlation
`POLLING_LOCATION_COUNTY_FIPS` is highly correlated with `HOME_GEOID` and 2 other fields	High correlation
`EXPECTED_MINUTES_WAITING` is highly correlated with `LOWER_MINUTES_WAITING` and 2 other fields	High correlation
`HOME_GEOID` is highly correlated with `HOME_COUNTY_FIPS`	High correlation
`LOWER_MINUTES_WAITING` is highly correlated with `EXPECTED_MINUTES_WAITING` and 2 other fields	High correlation
`WAIT_TIME_MINUTES` is highly correlated with `EXPECTED_MINUTES_WAITING` and 2 other fields	High correlation
`UPPER_MINUTES_WAITING` is highly correlated with `EXPECTED_MINUTES_WAITING` and 2 other fields	High correlation
`HOME_COUNTY_FIPS` is highly correlated with `HOME_GEOID`	High correlation
`VISIT_DURING_OPEN_HOURS` is highly correlated with `RADIUS_FROM_POLL_USED_FOR_CALCULATION` and 2 other fields	High correlation
`RADIUS_FROM_POLL_USED_FOR_CALCULATION` is highly correlated with `VISIT_DURING_OPEN_HOURS` and 2 other fields	High correlation
`HAS_PING_IN_BUILDING` is highly correlated with `VISIT_DURING_OPEN_HOURS` and 1 other fields	High correlation
`POLLING_LOCATION_SOURCE` is highly correlated with `VISIT_DURING_OPEN_HOURS` and 1 other fields	High correlation
`PRECINCT_NAME` has 601 (3.9%) missing values	Missing
`HOME_GEOID` has 1089 (7.0%) missing values	Missing
`HOME_COUNTY_FIPS` has 1089 (7.0%) missing values	Missing
`TIMESTAMP_OPEN_LOCAL` has 15453 (100.0%) missing values	Missing
`TIMESTAMP_CLOSE_LOCAL` has 15453 (100.0%) missing values	Missing
`DEVICE_ID_HASH` is uniformly distributed	Uniform
`TIMESTAMP_OPEN_LOCAL` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`TIMESTAMP_CLOSE_LOCAL` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`LOWER_MINUTES_WAITING` has 4182 (27.1%) zeros	Zeros

Reproduction

Analysis started	2021-08-25 16:22:53.847155
Analysis finished	2021-08-25 16:23:26.672614
Duration	32.83 seconds
Software version	pandas-profiling v3.0.0
Download configuration	config.json

DEVICE_ID_HASH
Categorical

HIGH CARDINALITY
UNIFORM

Distinct	13644
Distinct (%)	88.3%
Missing	0
Missing (%)	0.0%
Memory size	1.3 MiB

ac40ab73c49925fe10b700e1f89d7af7	25
d777e237f071227d4d4971b2e09fc848	15
85089c4495e45ae990a9e14782823d13	12
851ceebc7ed109a09a3027a930f22aa5	12
427b32b3b726dd7be14da5cb4489ec6c	12
Other values (13639)	15377

Length

Max length	32
Median length	32
Mean length	32
Min length	32

Characters and Unicode

Total characters	494496
Distinct characters	16
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	12259 ?
Unique (%)	79.3%

Sample

1st row	cce5e2018329913be3ebcb4235f39760
2nd row	6ac91bbf9674101f677eb93eab3d5b8e
3rd row	9d7b72dd88ad3257ef3c5ba364db11ce
4th row	7f574e294815ffc566b8f9b250d72717
5th row	dfb9aa0942eefa2b0c57eb6b2af415db

Common Values

Value	Count	Frequency (%)
ac40ab73c49925fe10b700e1f89d7af7	25	0.2%
d777e237f071227d4d4971b2e09fc848	15	0.1%
85089c4495e45ae990a9e14782823d13	12	0.1%
851ceebc7ed109a09a3027a930f22aa5	12	0.1%
427b32b3b726dd7be14da5cb4489ec6c	12	0.1%
443f198e0df4368d2e77da3c6842e1d0	8	0.1%
ecd79981c30a715a6f94f6795b09f9bb	8	0.1%
e00917a18d4cc79633d510cbc7ffc119	8	0.1%
9957134cfecff4ecf91d91bff7de1f55	8	0.1%
672982e6fd2a06b863466c772f0f2468	8	0.1%
Other values (13634)	15337	99.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
ac40ab73c49925fe10b700e1f89d7af7	25	0.2%
d777e237f071227d4d4971b2e09fc848	15	0.1%
85089c4495e45ae990a9e14782823d13	12	0.1%
851ceebc7ed109a09a3027a930f22aa5	12	0.1%
427b32b3b726dd7be14da5cb4489ec6c	12	0.1%
443f198e0df4368d2e77da3c6842e1d0	8	0.1%
ecd79981c30a715a6f94f6795b09f9bb	8	0.1%
e00917a18d4cc79633d510cbc7ffc119	8	0.1%
9957134cfecff4ecf91d91bff7de1f55	8	0.1%
672982e6fd2a06b863466c772f0f2468	8	0.1%
Other values (13634)	15337	99.2%

Most occurring characters

Value	Count	Frequency (%)
9	31157	6.3%
4	31145	6.3%
c	31109	6.3%
7	31108	6.3%
1	31078	6.3%
e	31032	6.3%
a	30975	6.3%
6	30925	6.3%
f	30887	6.2%
b	30834	6.2%
Other values (6)	184246	37.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	308972	62.5%
Lowercase Letter	185524	37.5%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
9	31157	10.1%
4	31145	10.1%
7	31108	10.1%
1	31078	10.1%
6	30925	10.0%
3	30809	10.0%
2	30804	10.0%
0	30743	10.0%
8	30719	9.9%
5	30484	9.9%

Lowercase Letter

Value	Count	Frequency (%)
c	31109	16.8%
e	31032	16.7%
a	30975	16.7%
f	30887	16.6%
b	30834	16.6%
d	30687	16.5%

Most occurring scripts

Value	Count	Frequency (%)
Common	308972	62.5%
Latin	185524	37.5%

Most frequent character per script

Common

Value	Count	Frequency (%)
9	31157	10.1%
4	31145	10.1%
7	31108	10.1%
1	31078	10.1%
6	30925	10.0%
3	30809	10.0%
2	30804	10.0%
0	30743	10.0%
8	30719	9.9%
5	30484	9.9%

Latin

Value	Count	Frequency (%)
c	31109	16.8%
e	31032	16.7%
a	30975	16.7%
f	30887	16.6%
b	30834	16.6%
d	30687	16.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	494496	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
9	31157	6.3%
4	31145	6.3%
c	31109	6.3%
7	31108	6.3%
1	31078	6.3%
e	31032	6.3%
a	30975	6.3%
6	30925	6.3%
f	30887	6.2%
b	30834	6.2%
Other values (6)	184246	37.3%

SPATIALLY_DISTINCT_GEOHASH_KEY
Categorical

HIGH CARDINALITY

Distinct	366
Distinct (%)	2.4%
Missing	0
Missing (%)	0.0%
Memory size	1.1 MiB

9ze3x7s_general	164
9zmm1mm_general	163
9z7fdpv_general	157
9zmsc1s_general	131
9zmkgp6_general	130
Other values (361)	14708

Length

Max length	15
Median length	15
Mean length	15
Min length	15

Characters and Unicode

Total characters	231795
Distinct characters	35
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	9zqumhf_general
2nd row	9zqumhf_general
3rd row	9zw39fk_general
4th row	9zw39fk_general
5th row	9zw39fk_general

Common Values

Value	Count	Frequency (%)
9ze3x7s_general	164	1.1%
9zmm1mm_general	163	1.1%
9z7fdpv_general	157	1.0%
9zmsc1s_general	131	0.8%
9zmkgp6_general	130	0.8%
9zmmtfw_general	128	0.8%
9zm7qcv_general	124	0.8%
9zesgs9_general	116	0.8%
9zmmekr_general	108	0.7%
9zwhfzz_general	104	0.7%
Other values (356)	14128	91.4%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
9ze3x7s_general	164	1.1%
9zmm1mm_general	163	1.1%
9z7fdpv_general	157	1.0%
9zmsc1s_general	131	0.8%
9zmkgp6_general	130	0.8%
9zmmtfw_general	128	0.8%
9zm7qcv_general	124	0.8%
9zesgs9_general	116	0.8%
9zmmekr_general	108	0.7%
9zwhfzz_general	104	0.7%
Other values (356)	14128	91.4%

Most occurring characters

Value	Count	Frequency (%)
e	33545	14.5%
r	18609	8.0%
9	17898	7.7%
z	17834	7.7%
g	17249	7.4%
n	17110	7.4%
_	15453	6.7%
a	15453	6.7%
l	15453	6.7%
m	9347	4.0%
Other values (25)	53844	23.2%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	183823	79.3%
Decimal Number	32519	14.0%
Connector Punctuation	15453	6.7%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	33545	18.2%
r	18609	10.1%
z	17834	9.7%
g	17249	9.4%
n	17110	9.3%
a	15453	8.4%
l	15453	8.4%
m	9347	5.1%
q	4324	2.4%
k	3960	2.2%
Other values (14)	30939	16.8%

Decimal Number

Value	Count	Frequency (%)
9	17898	55.0%
7	2948	9.1%
1	1975	6.1%
6	1943	6.0%
3	1881	5.8%
8	1343	4.1%
5	1274	3.9%
4	1271	3.9%
0	1018	3.1%
2	968	3.0%

Connector Punctuation

Value	Count	Frequency (%)
_	15453	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	183823	79.3%
Common	47972	20.7%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	33545	18.2%
r	18609	10.1%
z	17834	9.7%
g	17249	9.4%
n	17110	9.3%
a	15453	8.4%
l	15453	8.4%
m	9347	5.1%
q	4324	2.4%
k	3960	2.2%
Other values (14)	30939	16.8%

Common

Value	Count	Frequency (%)
9	17898	37.3%
_	15453	32.2%
7	2948	6.1%
1	1975	4.1%
6	1943	4.1%
3	1881	3.9%
8	1343	2.8%
5	1274	2.7%
4	1271	2.6%
0	1018	2.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	231795	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	33545	14.5%
r	18609	8.0%
9	17898	7.7%
z	17834	7.7%
g	17249	7.4%
n	17110	7.4%
_	15453	6.7%
a	15453	6.7%
l	15453	6.7%
m	9347	4.0%
Other values (25)	53844	23.2%

CND_POLL_UUID
Categorical

HIGH CARDINALITY

Distinct	366
Distinct (%)	2.4%
Missing	0
Missing (%)	0.0%
Memory size	1.3 MiB

167bae45d46c7ab8531cac047c2b45f3	164
14c1e42382aa0d67f75ea6ebb755fa68	163
7abe21bcb1b22033d82a131af606e5bd	157
b14899b33ff3ecfe4532d4f357e28750	131
7eeb48662ad3bcd0d7c342a9797f69b7	130
Other values (361)	14708

Length

Max length	32
Median length	32
Mean length	32
Min length	32

Characters and Unicode

Total characters	494496
Distinct characters	16
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	d77a78359a234e91d2167ef7847b6e79
2nd row	d77a78359a234e91d2167ef7847b6e79
3rd row	fce6d89b09db1889067453187930e4ee
4th row	fce6d89b09db1889067453187930e4ee
5th row	fce6d89b09db1889067453187930e4ee

Common Values

Value	Count	Frequency (%)
167bae45d46c7ab8531cac047c2b45f3	164	1.1%
14c1e42382aa0d67f75ea6ebb755fa68	163	1.1%
7abe21bcb1b22033d82a131af606e5bd	157	1.0%
b14899b33ff3ecfe4532d4f357e28750	131	0.8%
7eeb48662ad3bcd0d7c342a9797f69b7	130	0.8%
dedcfae7031ab4bd7b0948d57cf154dd	128	0.8%
26b25b0c45d42526c531aae7ec914b59	124	0.8%
1ed9f2858d08db04a8838c6a0b3510a5	116	0.8%
0343b4b0c3d29edbf59abbf17b46c276	108	0.7%
05f8ff96992fe212987f289ddb4f52c5	104	0.7%
Other values (356)	14128	91.4%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
167bae45d46c7ab8531cac047c2b45f3	164	1.1%
14c1e42382aa0d67f75ea6ebb755fa68	163	1.1%
7abe21bcb1b22033d82a131af606e5bd	157	1.0%
b14899b33ff3ecfe4532d4f357e28750	131	0.8%
7eeb48662ad3bcd0d7c342a9797f69b7	130	0.8%
dedcfae7031ab4bd7b0948d57cf154dd	128	0.8%
26b25b0c45d42526c531aae7ec914b59	124	0.8%
1ed9f2858d08db04a8838c6a0b3510a5	116	0.8%
0343b4b0c3d29edbf59abbf17b46c276	108	0.7%
05f8ff96992fe212987f289ddb4f52c5	104	0.7%
Other values (356)	14128	91.4%

Most occurring characters

Value	Count	Frequency (%)
b	33507	6.8%
5	33485	6.8%
3	32898	6.7%
4	32426	6.6%
0	32163	6.5%
9	30948	6.3%
6	30901	6.2%
c	30683	6.2%
a	30489	6.2%
2	30215	6.1%
Other values (6)	176781	35.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	310266	62.7%
Lowercase Letter	184230	37.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
5	33485	10.8%
3	32898	10.6%
4	32426	10.5%
0	32163	10.4%
9	30948	10.0%
6	30901	10.0%
2	30215	9.7%
1	29521	9.5%
8	28934	9.3%
7	28775	9.3%

Lowercase Letter

Value	Count	Frequency (%)
b	33507	18.2%
c	30683	16.7%
a	30489	16.5%
f	30109	16.3%
e	29882	16.2%
d	29560	16.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	310266	62.7%
Latin	184230	37.3%

Most frequent character per script

Common

Value	Count	Frequency (%)
5	33485	10.8%
3	32898	10.6%
4	32426	10.5%
0	32163	10.4%
9	30948	10.0%
6	30901	10.0%
2	30215	9.7%
1	29521	9.5%
8	28934	9.3%
7	28775	9.3%

Latin

Value	Count	Frequency (%)
b	33507	18.2%
c	30683	16.7%
a	30489	16.5%
f	30109	16.3%
e	29882	16.2%
d	29560	16.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	494496	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
b	33507	6.8%
5	33485	6.8%
3	32898	6.7%
4	32426	6.6%
0	32163	6.5%
9	30948	6.3%
6	30901	6.2%
c	30683	6.2%
a	30489	6.2%
2	30215	6.1%
Other values (6)	176781	35.7%

PRECINCT_ID
Categorical

HIGH CARDINALITY

Distinct	348
Distinct (%)	2.3%
Missing	53
Missing (%)	0.3%
Memory size	960.4 KiB

22	164
GRIMES3	163
CB 05	157
02	136
CLAY 1 (109)	131
Other values (343)	14649

Length

Max length	53
Median length	5
Mean length	6.744220779
Min length	1

Characters and Unicode

Total characters	103861
Distinct characters	41
Distinct categories	7 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	HS
2nd row	HS
3rd row	WATERLOO 1-6
4th row	WATERLOO 1-6
5th row	WATERLOO 1-6

Common Values

Value	Count	Frequency (%)
22	164	1.1%
GRIMES3	163	1.1%
CB 05	157	1.0%
02	136	0.9%
CLAY 1 (109)	131	0.8%
JOHN 4	130	0.8%
ANK 12	128	0.8%
INDIANOLA 4	124	0.8%
08	116	0.8%
SCC	116	0.8%
Other values (338)	14035	90.8%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
dm	718	3.0%
1	601	2.5%
cb	504	2.1%
4	444	1.9%
2	404	1.7%
ank	401	1.7%
cedar	352	1.5%
3	345	1.5%
05	306	1.3%
city	301	1.3%
Other values (363)	19335	81.5%

Most occurring characters

Value	Count	Frequency (%)
	8311	8.0%
N	6293	6.1%
1	5599	5.4%
A	5522	5.3%
E	5157	5.0%
R	5065	4.9%
C	4607	4.4%
O	4530	4.4%
T	4143	4.0%
2	4040	3.9%
Other values (31)	50594	48.7%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	68996	66.4%
Decimal Number	22128	21.3%
Space Separator	8311	8.0%
Other Punctuation	1295	1.2%
Open Punctuation	1092	1.1%
Close Punctuation	1092	1.1%
Dash Punctuation	947	0.9%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
N	6293	9.1%
A	5522	8.0%
E	5157	7.5%
R	5065	7.3%
C	4607	6.7%
O	4530	6.6%
T	4143	6.0%
L	3792	5.5%
I	3748	5.4%
S	3554	5.2%
Other values (15)	22585	32.7%

Decimal Number

Value	Count	Frequency (%)
1	5599	25.3%
2	4040	18.3%
0	3720	16.8%
3	2537	11.5%
4	1715	7.8%
5	1275	5.8%
7	1107	5.0%
9	830	3.8%
6	737	3.3%
8	568	2.6%

Other Punctuation

Value	Count	Frequency (%)
/	1082	83.6%
.	213	16.4%

Space Separator

Value	Count	Frequency (%)
	8311	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	947	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	1092	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	1092	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	68996	66.4%
Common	34865	33.6%

Most frequent character per script

Latin

Value	Count	Frequency (%)
N	6293	9.1%
A	5522	8.0%
E	5157	7.5%
R	5065	7.3%
C	4607	6.7%
O	4530	6.6%
T	4143	6.0%
L	3792	5.5%
I	3748	5.4%
S	3554	5.2%
Other values (15)	22585	32.7%

Common

Value	Count	Frequency (%)
	8311	23.8%
1	5599	16.1%
2	4040	11.6%
0	3720	10.7%
3	2537	7.3%
4	1715	4.9%
5	1275	3.7%
7	1107	3.2%
(	1092	3.1%
)	1092	3.1%
Other values (6)	4377	12.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	103861	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	8311	8.0%
N	6293	6.1%
1	5599	5.4%
A	5522	5.3%
E	5157	5.0%
R	5065	4.9%
C	4607	4.4%
O	4530	4.4%
T	4143	4.0%
2	4040	3.9%
Other values (31)	50594	48.7%

PRECINCT_NAME
Categorical

HIGH CARDINALITY
MISSING

Distinct	351
Distinct (%)	2.4%
Missing	601
Missing (%)	3.9%
Memory size	1.0 MiB

22 Morningside Branch Library	164
Grimes 1 (123)	163
Council Bluffs 01	157
Altoona 5 (91)	131
Johnston 4 (130)	130
Other values (346)	14107

Length

Max length	47
Median length	14
Mean length	14.9315917
Min length	2

Characters and Unicode

Total characters	221764
Distinct characters	67
Distinct categories	8 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	HS
2nd row	HS
3rd row	CEDAR VALLEY CHURCH
4th row	CEDAR VALLEY CHURCH
5th row	CEDAR VALLEY CHURCH

Common Values

Value	Count	Frequency (%)
22 Morningside Branch Library	164	1.1%
Grimes 1 (123)	163	1.1%
Council Bluffs 01	157	1.0%
Altoona 5 (91)	131	0.8%
Johnston 4 (130)	130	0.8%
Ankeny 12 (103)	128	0.8%
INDIANOLA 1	124	0.8%
Sioux Center Central	116	0.8%
Madison 1 (133)	108	0.7%
Charles City 1 (Courthouse)	104	0.7%
Other values (341)	13527	87.5%
(Missing)	601	3.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
1	1954	5.0%
moines	1183	3.0%
des	1183	3.0%
2	933	2.4%
precinct	788	2.0%
ward	780	2.0%
city	761	1.9%
cedar	661	1.7%
rapids	602	1.5%
ankeny	558	1.4%
Other values (455)	30049	76.2%

Most occurring characters

Value	Count	Frequency (%)
	24996	11.3%
e	15615	7.0%
n	13288	6.0%
o	11141	5.0%
a	11032	5.0%
r	10765	4.9%
i	9618	4.3%
s	8314	3.7%
t	8283	3.7%
l	7698	3.5%
Other values (57)	101014	45.6%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	127725	57.6%
Uppercase Letter	36691	16.5%
Space Separator	24996	11.3%
Decimal Number	24348	11.0%
Open Punctuation	2780	1.3%
Close Punctuation	2780	1.3%
Other Punctuation	1606	0.7%
Dash Punctuation	838	0.4%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
C	5302	14.5%
M	3119	8.5%
A	2990	8.1%
W	2520	6.9%
D	2391	6.5%
L	2257	6.2%
P	2238	6.1%
B	1952	5.3%
R	1605	4.4%
T	1466	4.0%
Other values (15)	10851	29.6%

Lowercase Letter

Value	Count	Frequency (%)
e	15615	12.2%
n	13288	10.4%
o	11141	8.7%
a	11032	8.6%
r	10765	8.4%
i	9618	7.5%
s	8314	6.5%
t	8283	6.5%
l	7698	6.0%
d	4960	3.9%
Other values (14)	27011	21.1%

Decimal Number

Value	Count	Frequency (%)
1	7640	31.4%
2	3598	14.8%
0	3440	14.1%
3	2876	11.8%
4	1791	7.4%
5	1380	5.7%
9	1101	4.5%
7	925	3.8%
8	843	3.5%
6	754	3.1%

Other Punctuation

Value	Count	Frequency (%)
/	1214	75.6%
.	214	13.3%
&	91	5.7%
;	87	5.4%

Space Separator

Value	Count	Frequency (%)
	24996	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	2780	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	2780	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	838	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	164416	74.1%
Common	57348	25.9%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	15615	9.5%
n	13288	8.1%
o	11141	6.8%
a	11032	6.7%
r	10765	6.5%
i	9618	5.8%
s	8314	5.1%
t	8283	5.0%
l	7698	4.7%
C	5302	3.2%
Other values (39)	63360	38.5%

Common

Value	Count	Frequency (%)
	24996	43.6%
1	7640	13.3%
2	3598	6.3%
0	3440	6.0%
3	2876	5.0%
(	2780	4.8%
)	2780	4.8%
4	1791	3.1%
5	1380	2.4%
/	1214	2.1%
Other values (8)	4853	8.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	221764	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	24996	11.3%
e	15615	7.0%
n	13288	6.0%
o	11141	5.0%
a	11032	5.0%
r	10765	4.9%
i	9618	4.3%
s	8314	3.7%
t	8283	3.7%
l	7698	3.5%
Other values (57)	101014	45.6%

POLLING_LOCATION_ADDRESS
Categorical

HIGH CARDINALITY

Distinct	365
Distinct (%)	2.4%
Missing	0
Missing (%)	0.0%
Memory size	1.5 MiB

4005 Morningside Ave, Sioux City, IA 51106, United States	164
801 W 1st St STE A, Grimes, IA 50111, United States	163
2447 Avenue B, Council Bluffs, IA 51501, United States	157
2890, 1 Ave South, Altoona, IA 50009, United States	131
5291 Stoney Creek Ct, Johnston, IA 50131, United States	130
Other values (360)	14708

Length

Max length	71
Median length	49
Mean length	47.90603766
Min length	27

Characters and Unicode

Total characters	740292
Distinct characters	66
Distinct categories	8 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	110 Main St, Hills, IA 52235, United States
2nd row	110 Main St, Hills, IA 52235, United States
3rd row	3520 Ansborough Av Waterloo 50701
4th row	3520 Ansborough Av Waterloo 50701
5th row	3520 Ansborough Av Waterloo 50701

Common Values

Value	Count	Frequency (%)
4005 Morningside Ave, Sioux City, IA 51106, United States	164	1.1%
801 W 1st St STE A, Grimes, IA 50111, United States	163	1.1%
2447 Avenue B, Council Bluffs, IA 51501, United States	157	1.0%
2890, 1 Ave South, Altoona, IA 50009, United States	131	0.8%
5291 Stoney Creek Ct, Johnston, IA 50131, United States	130	0.8%
520 NW 36th St, Ankeny, IA 50023, United States	128	0.8%
301 N Buxton St, Indianola, IA 50125, USA	124	0.8%
230 St Andrews Way, Sioux Center, IA 51250, United States	116	0.8%
309 Van Dorn St, Polk City, IA 50226, United States	108	0.7%
30 Valley View Dr, Council Bluffs, IA 51503, United States	104	0.7%
Other values (355)	14128	91.4%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
ia	14821	11.1%
united	12487	9.3%
states	12487	9.3%
st	8313	6.2%
ave	3574	2.7%
n	1430	1.1%
w	1419	1.1%
main	1392	1.0%
rd	1387	1.0%
s	1361	1.0%
Other values (942)	74983	56.1%

Most occurring characters

Value	Count	Frequency (%)
	118201	16.0%
t	59393	8.0%
e	48730	6.6%
,	42989	5.8%
n	30915	4.2%
0	30196	4.1%
a	27962	3.8%
S	27214	3.7%
i	25764	3.5%
5	25168	3.4%
Other values (56)	303760	41.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	314027	42.4%
Decimal Number	137862	18.6%
Uppercase Letter	126264	17.1%
Space Separator	118201	16.0%
Other Punctuation	43708	5.9%
Dash Punctuation	178	< 0.1%
Open Punctuation	26	< 0.1%
Close Punctuation	26	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
t	59393	18.9%
e	48730	15.5%
n	30915	9.8%
a	27962	8.9%
i	25764	8.2%
s	23625	7.5%
d	20178	6.4%
o	14392	4.6%
r	12568	4.0%
l	11526	3.7%
Other values (15)	38974	12.4%

Uppercase Letter

Value	Count	Frequency (%)
S	27214	21.6%
A	22769	18.0%
I	16066	12.7%
U	14026	11.1%
C	5331	4.2%
W	5198	4.1%
M	4991	4.0%
D	4179	3.3%
E	3861	3.1%
N	3771	3.0%
Other values (14)	18858	14.9%

Decimal Number

Value	Count	Frequency (%)
0	30196	21.9%
5	25168	18.3%
1	22943	16.6%
2	19717	14.3%
3	12237	8.9%
6	8133	5.9%
4	7677	5.6%
7	4684	3.4%
9	3595	2.6%
8	3512	2.5%

Other Punctuation

Value	Count	Frequency (%)
,	42989	98.4%
.	384	0.9%
#	335	0.8%

Space Separator

Value	Count	Frequency (%)
	118201	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	26	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	26	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	178	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	440291	59.5%
Common	300001	40.5%

Most frequent character per script

Latin

Value	Count	Frequency (%)
t	59393	13.5%
e	48730	11.1%
n	30915	7.0%
a	27962	6.4%
S	27214	6.2%
i	25764	5.9%
s	23625	5.4%
A	22769	5.2%
d	20178	4.6%
I	16066	3.6%
Other values (39)	137675	31.3%

Common

Value	Count	Frequency (%)
	118201	39.4%
,	42989	14.3%
0	30196	10.1%
5	25168	8.4%
1	22943	7.6%
2	19717	6.6%
3	12237	4.1%
6	8133	2.7%
4	7677	2.6%
7	4684	1.6%
Other values (7)	8056	2.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	740292	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	118201	16.0%
t	59393	8.0%
e	48730	6.6%
,	42989	5.8%
n	30915	4.2%
0	30196	4.1%
a	27962	3.8%
S	27214	3.7%
i	25764	3.5%
5	25168	3.4%
Other values (56)	303760	41.0%

LOWER_MINUTES_WAITING
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	2287
Distinct (%)	14.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	8.776529909

Minimum	0
Maximum	178.6
Zeros	4182
Zeros (%)	27.1%
Negative	0
Negative (%)	0.0%
Memory size	120.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	3.666667
Q3	11.316667
95-th percentile	31.866667
Maximum	178.6
Range	178.6
Interquartile range (IQR)	11.316667

Descriptive statistics

Standard deviation	14.77204733
Coefficient of variation (CV)	1.683130745
Kurtosis	28.30738284
Mean	8.776529909
Median Absolute Deviation (MAD)	3.666667
Skewness	4.345674881
Sum	135623.7167
Variance	218.2133822
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	4182	27.1%
1	245	1.6%
0.166667	183	1.2%
0.833333	130	0.8%
9	68	0.4%
10	62	0.4%
0.016667	61	0.4%
11	58	0.4%
8	48	0.3%
2	40	0.3%
Other values (2277)	10376	67.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	4182	27.1%
0.016667	61	0.4%
0.033333	38	0.2%
0.05	30	0.2%
0.066667	22	0.1%
0.083333	32	0.2%
0.1	22	0.1%
0.116667	22	0.1%
0.133333	19	0.1%
0.15	22	0.1%

Value	Count	Frequency (%)
178.6	1	< 0.1%
173.383333	1	< 0.1%
172.25	1	< 0.1%
165.866667	1	< 0.1%
164.95	1	< 0.1%
164.783333	1	< 0.1%
161.666667	1	< 0.1%
161.233333	1	< 0.1%
154.716667	1	< 0.1%
154.233333	1	< 0.1%

UPPER_MINUTES_WAITING
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	3474
Distinct (%)	22.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	21.7053021

Minimum	0
Maximum	181.033333
Zeros	2
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	120.9 KiB

Quantile statistics

Minimum	0
5-th percentile	3.85
Q1	9.683333
median	14.85
Q3	23.883333
95-th percentile	66.0800002
Maximum	181.033333
Range	181.033333
Interquartile range (IQR)	14.2

Descriptive statistics

Standard deviation	23.31894143
Coefficient of variation (CV)	1.074343095
Kurtosis	12.83229447
Mean	21.7053021
Median Absolute Deviation (MAD)	6.466667
Skewness	3.236965219
Sum	335412.0333
Variance	543.7730293
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3	81	0.5%
12	69	0.4%
10	66	0.4%
11	63	0.4%
13	62	0.4%
16	60	0.4%
4	51	0.3%
15	48	0.3%
5	47	0.3%
9	46	0.3%
Other values (3464)	14860	96.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	2	< 0.1%
0.166667	1	< 0.1%
2	1	< 0.1%
2.016667	1	< 0.1%
2.033333	1	< 0.1%
2.05	1	< 0.1%
2.066667	3	< 0.1%
2.083333	1	< 0.1%
2.1	2	< 0.1%
2.116667	3	< 0.1%

Value	Count	Frequency (%)
181.033333	1	< 0.1%
180.533333	1	< 0.1%
179.766667	1	< 0.1%
179.333333	1	< 0.1%
178.6	1	< 0.1%
177.716667	1	< 0.1%
177.183333	1	< 0.1%
177.166667	1	< 0.1%
176.55	1	< 0.1%
176.133333	1	< 0.1%

RADIUS_FROM_POLL_USED_FOR_CALCULATION
Categorical

CONSTANT
HIGH CORRELATION
HIGH CORRELATION
REJECTED

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	890.5 KiB

60	15453

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Characters and Unicode

Total characters	30906
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	60
2nd row	60
3rd row	60
4th row	60
5th row	60

Common Values

Value	Count	Frequency (%)
60	15453	100.0%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
60	15453	100.0%

Most occurring characters

Value	Count	Frequency (%)
6	15453	50.0%
0	15453	50.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	30906	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
6	15453	50.0%
0	15453	50.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	30906	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
6	15453	50.0%
0	15453	50.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	30906	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
6	15453	50.0%
0	15453	50.0%

EXPECTED_MINUTES_WAITING
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	3508
Distinct (%)	22.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	20.98698958

Minimum	0
Maximum	179.533333
Zeros	14
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	120.9 KiB

Quantile statistics

Minimum	0
5-th percentile	3.233333
Q1	9.166667
median	14.25
Q3	23.016667
95-th percentile	65.18
Maximum	179.533333
Range	179.533333
Interquartile range (IQR)	13.85

Descriptive statistics

Standard deviation	23.06016048
Coefficient of variation (CV)	1.098783625
Kurtosis	12.9154431
Mean	20.98698958
Median Absolute Deviation (MAD)	6.333333
Skewness	3.247615723
Sum	324311.9499
Variance	531.7710011
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
10	25	0.2%
12	24	0.2%
3	23	0.1%
11.783333	22	0.1%
10.633333	22	0.1%
9.833333	22	0.1%
9.683333	22	0.1%
9	21	0.1%
9.766667	21	0.1%
9.916667	21	0.1%
Other values (3498)	15230	98.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	14	0.1%
0.183333	1	< 0.1%
0.25	1	< 0.1%
0.416667	1	< 0.1%
0.466667	2	< 0.1%
0.566667	1	< 0.1%
0.583333	1	< 0.1%
0.6	1	< 0.1%
0.65	1	< 0.1%
0.716667	2	< 0.1%

Value	Count	Frequency (%)
179.533333	1	< 0.1%
178.6	1	< 0.1%
177.083333	1	< 0.1%
177.05	1	< 0.1%
176.3	1	< 0.1%
175.866667	1	< 0.1%
175.516667	1	< 0.1%
174.516667	1	< 0.1%
173.65	1	< 0.1%
173.383333	1	< 0.1%

HOME_GEOID
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	1925
Distinct (%)	13.4%
Missing	1089
Missing (%)	7.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.919411145 × 10¹¹

Minimum	1.70159603 × 10¹¹
Maximum	5.50659704 × 10¹¹
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	120.9 KiB

Quantile statistics

Minimum	1.70159603 × 10¹¹
5-th percentile	1.90130028 × 10¹¹
Q1	1.906101011 × 10¹¹
median	1.91250302 × 10¹¹
Q3	1.91530113 × 10¹¹
95-th percentile	1.91839605 × 10¹¹
Maximum	5.50659704 × 10¹¹
Range	3.80500101 × 10¹¹
Interquartile range (IQR)	920011953

Descriptive statistics

Standard deviation	1.244433103 × 10¹⁰
Coefficient of variation (CV)	0.06483410841
Kurtosis	422.3913422
Mean	1.919411145 × 10¹¹
Median Absolute Deviation (MAD)	300011000
Skewness	18.34890829
Sum	2.757042169 × 10¹⁵
Variance	1.548613747 × 10²⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.91530102 × 10¹¹	250	1.6%
1.915301071 × 10¹¹	117	0.8%
1.91530101 × 10¹¹	90	0.6%
1.91530113 × 10¹¹	75	0.5%
1.91130001 × 10¹¹	72	0.5%
1.91530117 × 10¹¹	71	0.5%
1.91810202 × 10¹¹	61	0.4%
1.91530115 × 10¹¹	61	0.4%
1.91530115 × 10¹¹	60	0.4%
1.904905081 × 10¹¹	60	0.4%
Other values (1915)	13447	87.0%
(Missing)	1089	7.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1.70159603 × 10¹¹	1	< 0.1%
1.7067954 × 10¹¹	1	< 0.1%
1.70679541 × 10¹¹	1	< 0.1%
1.70679541 × 10¹¹	2	< 0.1%
1.70730301 × 10¹¹	1	< 0.1%
1.70730302 × 10¹¹	1	< 0.1%
1.70730302 × 10¹¹	1	< 0.1%
1.70730312 × 10¹¹	1	< 0.1%
1.70730312 × 10¹¹	1	< 0.1%
1.70850202 × 10¹¹	1	< 0.1%

Value	Count	Frequency (%)
5.50659704 × 10¹¹	1	< 0.1%
5.50439612 × 10¹¹	3	< 0.1%
5.50439608 × 10¹¹	1	< 0.1%
5.50439605 × 10¹¹	1	< 0.1%
5.50239605 × 10¹¹	1	< 0.1%
4.61270203 × 10¹¹	2	< 0.1%
4.61270203 × 10¹¹	1	< 0.1%
3.11770503 × 10¹¹	1	< 0.1%
3.11770501 × 10¹¹	1	< 0.1%
3.11559684 × 10¹¹	2	< 0.1%

HOME_COUNTY_FIPS
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	123
Distinct (%)	0.9%
Missing	1089
Missing (%)	7.0%
Infinite	0
Infinite (%)	0.0%
Mean	19193.91841

Minimum	17015
Maximum	55065
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	120.9 KiB

Quantile statistics

Minimum	17015
5-th percentile	19013
Q1	19061
median	19125
Q3	19153
95-th percentile	19183
Maximum	55065
Range	38050
Interquartile range (IQR)	92

Descriptive statistics

Standard deviation	1244.430023
Coefficient of variation (CV)	0.06483460002
Kurtosis	422.3688122
Mean	19193.91841
Median Absolute Deviation (MAD)	30
Skewness	18.34840106
Sum	275701444
Variance	1548606.081
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
19153	3148	20.4%
19113	1391	9.0%
19155	778	5.0%
19049	694	4.5%
19013	433	2.8%
19061	432	2.8%
19193	424	2.7%
19181	419	2.7%
19169	385	2.5%
19099	352	2.3%
Other values (113)	5908	38.2%
(Missing)	1089	7.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
17015	1	< 0.1%
17067	4	< 0.1%
17073	5	< 0.1%
17085	9	0.1%
17131	1	< 0.1%
17161	19	0.1%
17187	2	< 0.1%
17195	4	< 0.1%
19001	4	< 0.1%
19003	1	< 0.1%

Value	Count	Frequency (%)
55065	1	< 0.1%
55043	5	< 0.1%
55023	1	< 0.1%
46127	3	< 0.1%
31177	2	< 0.1%
31155	2	< 0.1%
31153	12	0.1%
31131	1	< 0.1%
31127	1	< 0.1%
31109	1	< 0.1%

HAS_PING_IN_BUILDING
Boolean

HIGH CORRELATION
HIGH CORRELATION

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	15.2 KiB

False	9130
True	6323

Common Values
Chart

Value	Count	Frequency (%)
False	9130	59.1%
True	6323	40.9%

WAIT_TIME_MINUTES
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	3508
Distinct (%)	22.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	20.98698958

Minimum	0
Maximum	179.533333
Zeros	14
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	120.9 KiB

Quantile statistics

Minimum	0
5-th percentile	3.233333
Q1	9.166667
median	14.25
Q3	23.016667
95-th percentile	65.18
Maximum	179.533333
Range	179.533333
Interquartile range (IQR)	13.85

Descriptive statistics

Standard deviation	23.06016048
Coefficient of variation (CV)	1.098783625
Kurtosis	12.9154431
Mean	20.98698958
Median Absolute Deviation (MAD)	6.333333
Skewness	3.247615723
Sum	324311.9499
Variance	531.7710011
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
10	25	0.2%
12	24	0.2%
3	23	0.1%
11.783333	22	0.1%
10.633333	22	0.1%
9.833333	22	0.1%
9.683333	22	0.1%
9	21	0.1%
9.766667	21	0.1%
9.916667	21	0.1%
Other values (3498)	15230	98.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	14	0.1%
0.183333	1	< 0.1%
0.25	1	< 0.1%
0.416667	1	< 0.1%
0.466667	2	< 0.1%
0.566667	1	< 0.1%
0.583333	1	< 0.1%
0.6	1	< 0.1%
0.65	1	< 0.1%
0.716667	2	< 0.1%

Value	Count	Frequency (%)
179.533333	1	< 0.1%
178.6	1	< 0.1%
177.083333	1	< 0.1%
177.05	1	< 0.1%
176.3	1	< 0.1%
175.866667	1	< 0.1%
175.516667	1	< 0.1%
174.516667	1	< 0.1%
173.65	1	< 0.1%
173.383333	1	< 0.1%

LAST_PING_IN_CLUSTER_LOCAL_TIME
Date

Distinct	12200
Distinct (%)	78.9%
Missing	0
Missing (%)	0.0%
Memory size	120.9 KiB

Minimum	2020-11-03 00:00:02
Maximum	2020-11-03 23:59:56

Histogram

Histogram with fixed size bins (bins=50)

FIRST_PING_IN_CLUSTER_LOCAL_TIME
Date

Distinct	11176
Distinct (%)	72.3%
Missing	0
Missing (%)	0.0%
Memory size	120.9 KiB

Minimum	2020-11-02 23:00:41
Maximum	2020-11-03 23:59:56

Histogram

Histogram with fixed size bins (bins=50)

LAST_PING_IN_PREVIOUS_CLUSTER_LOCAL_TIME
Date

Distinct	11976
Distinct (%)	77.5%
Missing	0
Missing (%)	0.0%
Memory size	120.9 KiB

Minimum	2020-11-02 23:00:41
Maximum	2020-11-03 23:59:53

Histogram

Histogram with fixed size bins (bins=50)

FIRST_PING_IN_NEXT_CLUSTER_LOCAL_TIME
Date

Distinct	11433
Distinct (%)	74.0%
Missing	0
Missing (%)	0.0%
Memory size	120.9 KiB

Minimum	2020-11-03 00:00:39
Maximum	2020-11-04 00:56:25

Histogram

Histogram with fixed size bins (bins=50)

EARLIEST_TIME_LEFT_POLLS_LOCAL_TIME
Date

Distinct	12200
Distinct (%)	78.9%
Missing	0
Missing (%)	0.0%
Memory size	120.9 KiB

Minimum	2020-11-03 00:00:02
Maximum	2020-11-03 23:59:56

Histogram

Histogram with fixed size bins (bins=50)

LATEST_TIME_LEFT_POLLS_LOCAL_TIME
Date

Distinct	11433
Distinct (%)	74.0%
Missing	0
Missing (%)	0.0%
Memory size	120.9 KiB

Minimum	2020-11-03 00:00:39
Maximum	2020-11-04 00:56:25

Histogram

Histogram with fixed size bins (bins=50)

EARLIEST_TIME_ARRIVED_POLLS_LOCAL_TIME
Date

Distinct	11976
Distinct (%)	77.5%
Missing	0
Missing (%)	0.0%
Memory size	120.9 KiB

Minimum	2020-11-02 23:00:41
Maximum	2020-11-03 23:59:53

Histogram

Histogram with fixed size bins (bins=50)

LATEST_TIME_ARRIVED_POLLS_LOCAL_TIME
Date

Distinct	11176
Distinct (%)	72.3%
Missing	0
Missing (%)	0.0%
Memory size	120.9 KiB

Minimum	2020-11-02 23:00:41
Maximum	2020-11-03 23:59:56

Histogram

Histogram with fixed size bins (bins=50)

POLLING_LOCATION_SOURCE
Categorical

HIGH CORRELATION

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1007.3 KiB

correction	14167
google_api	632
cpi	601
DemocracyWorks	53

Length

Max length	14
Median length	10
Mean length	9.741474147
Min length	3

Characters and Unicode

Total characters	150535
Distinct characters	18
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	correction
2nd row	correction
3rd row	google_api
4th row	google_api
5th row	google_api

Common Values

Value	Count	Frequency (%)
correction	14167	91.7%
google_api	632	4.1%
cpi	601	3.9%
DemocracyWorks	53	0.3%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
correction	14167	91.7%
google_api	632	4.1%
cpi	601	3.9%
democracyworks	53	0.3%

Most occurring characters

Value	Count	Frequency (%)
o	29704	19.7%
c	29041	19.3%
r	28440	18.9%
i	15400	10.2%
e	14852	9.9%
t	14167	9.4%
n	14167	9.4%
g	1264	0.8%
p	1233	0.8%
a	685	0.5%
Other values (8)	1582	1.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	149797	99.5%
Connector Punctuation	632	0.4%
Uppercase Letter	106	0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
o	29704	19.8%
c	29041	19.4%
r	28440	19.0%
i	15400	10.3%
e	14852	9.9%
t	14167	9.5%
n	14167	9.5%
g	1264	0.8%
p	1233	0.8%
a	685	0.5%
Other values (5)	844	0.6%

Uppercase Letter

Value	Count	Frequency (%)
D	53	50.0%
W	53	50.0%

Connector Punctuation

Value	Count	Frequency (%)
_	632	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	149903	99.6%
Common	632	0.4%

Most frequent character per script

Latin

Value	Count	Frequency (%)
o	29704	19.8%
c	29041	19.4%
r	28440	19.0%
i	15400	10.3%
e	14852	9.9%
t	14167	9.5%
n	14167	9.5%
g	1264	0.8%
p	1233	0.8%
a	685	0.5%
Other values (7)	950	0.6%

Common

Value	Count	Frequency (%)
_	632	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	150535	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
o	29704	19.7%
c	29041	19.3%
r	28440	18.9%
i	15400	10.2%
e	14852	9.9%
t	14167	9.4%
n	14167	9.4%
g	1264	0.8%
p	1233	0.8%
a	685	0.5%
Other values (8)	1582	1.1%

CALCULATED_AT
Date

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	120.9 KiB

Minimum	2021-08-23 13:59:14.704000
Maximum	2021-08-23 14:28:13.118000

Histogram

Histogram with fixed size bins (bins=2)

VISIT_DURING_OPEN_HOURS
Boolean

CONSTANT
HIGH CORRELATION
HIGH CORRELATION
REJECTED

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	15.2 KiB

True	15453

Common Values
Chart

Value	Count	Frequency (%)
True	15453	100.0%

TIMESTAMP_OPEN_LOCAL
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing	15453
Missing (%)	100.0%
Memory size	120.9 KiB

TIMESTAMP_CLOSE_LOCAL
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing	15453
Missing (%)	100.0%
Memory size	120.9 KiB

POLLING_LOCATION_CENSUS_TRACT
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION

Distinct	315
Distinct (%)	2.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.911423058 × 10¹⁰

Minimum	1.90059603 × 10¹⁰
Maximum	1.91976805 × 10¹⁰
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	120.9 KiB

Quantile statistics

Minimum	1.90059603 × 10¹⁰
5-th percentile	1.9013003 × 10¹⁰
Q1	1.90610102 × 10¹⁰
median	1.91279502 × 10¹⁰
Q3	1.91530113 × 10¹⁰
95-th percentile	1.91839603 × 10¹⁰
Maximum	1.91976805 × 10¹⁰
Range	191720200
Interquartile range (IQR)	92001103

Descriptive statistics

Standard deviation	53472367.33
Coefficient of variation (CV)	0.002797516076
Kurtosis	-0.9936070966
Mean	1.911423058 × 10¹⁰
Median Absolute Deviation (MAD)	28909400
Skewness	-0.5251805639
Sum	2.953722051 × 10¹⁴
Variance	2.859294068 × 10¹⁵
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.915301022 × 10¹⁰	212	1.4%
1.915301071 × 10¹⁰	210	1.4%
1.91550317 × 10¹⁰	205	1.3%
1.915301020 × 10¹⁰	177	1.1%
1.9193002 × 10¹⁰	164	1.1%
1.91530113 × 10¹⁰	163	1.1%
1.91550306 × 10¹⁰	157	1.0%
1.91530101 × 10¹⁰	151	1.0%
1.91530115 × 10¹⁰	144	0.9%
1.915301021 × 10¹⁰	139	0.9%
Other values (305)	13731	88.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1.90059603 × 10¹⁰	35	0.2%
1.90079503 × 10¹⁰	34	0.2%
1.90090703 × 10¹⁰	26	0.2%
1.90119601 × 10¹⁰	34	0.2%
1.90119603 × 10¹⁰	87	0.6%
1.90119604 × 10¹⁰	43	0.3%
1.90119605 × 10¹⁰	47	0.3%
1.90119606 × 10¹⁰	26	0.2%
1.90130011 × 10¹⁰	25	0.2%
1.90130012 × 10¹⁰	42	0.3%

Value	Count	Frequency (%)
1.91976805 × 10¹⁰	50	0.3%
1.91976803 × 10¹⁰	26	0.2%
1.91976801 × 10¹⁰	40	0.3%
1.91956901 × 10¹⁰	39	0.3%
1.91930033 × 10¹⁰	69	0.4%
1.91930032 × 10¹⁰	35	0.2%
1.91930021 × 10¹⁰	31	0.2%
1.91930021 × 10¹⁰	89	0.6%
1.9193002 × 10¹⁰	164	1.1%
1.91930018 × 10¹⁰	35	0.2%

POLLING_LOCATION_COUNTY_FIPS
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION

Distinct	73
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	18998.40089

Minimum	195
Maximum	19197
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	120.9 KiB

Quantile statistics

Minimum	195
5-th percentile	19013
Q1	19061
median	19127
Q3	19153
95-th percentile	19183
Maximum	19197
Range	19002
Interquartile range (IQR)	92

Descriptive statistics

Standard deviation	1479.724807
Coefficient of variation (CV)	0.07788680825
Kurtosis	157.3100423
Mean	18998.40089
Median Absolute Deviation (MAD)	28
Skewness	-12.61275216
Sum	293582289
Variance	2189585.506
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
19153	3506	22.7%
19113	1508	9.8%
19155	919	5.9%
19049	674	4.4%
19193	512	3.3%
19061	475	3.1%
19013	452	2.9%
19181	434	2.8%
19163	403	2.6%
19099	392	2.5%
Other values (63)	6178	40.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
195	35	0.2%
197	34	0.2%
199	26	0.2%
19011	237	1.5%
19013	452	2.9%
19015	212	1.4%
19019	188	1.2%
19021	57	0.4%
19025	31	0.2%
19027	121	0.8%

Value	Count	Frequency (%)
19197	116	0.8%
19195	39	0.3%
19193	512	3.3%
19189	30	0.2%
19183	88	0.6%
19181	434	2.8%
19179	32	0.2%
19173	27	0.2%
19169	370	2.4%
19167	243	1.6%

POLLING_LOCATION_NAME
Categorical

HIGH CARDINALITY

Distinct	372
Distinct (%)	2.4%
Missing	0
Missing (%)	0.0%
Memory size	1.2 MiB

22 MORNINGSIDE BRANCH LIBRARY	164
123 GRIMES UNITED METHODIST CHURCH	163
05 EPWORTH METHODIST CHURCH	157
091 ALTOONA CHRISTIAN CHURCH	131
130 STONEY CREEK HOTEL & CONFERENCE CENTER	130
Other values (367)	14708

Length

Max length	68
Median length	26
Mean length	26.68278004
Min length	5

Characters and Unicode

Total characters	412329
Distinct characters	68
Distinct categories	8 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Hills Community Center
2nd row	Hills Community Center
3rd row	CEDAR VALLEY CHURCH
4th row	CEDAR VALLEY CHURCH
5th row	CEDAR VALLEY CHURCH

Common Values

Value	Count	Frequency (%)
22 MORNINGSIDE BRANCH LIBRARY	164	1.1%
123 GRIMES UNITED METHODIST CHURCH	163	1.1%
05 EPWORTH METHODIST CHURCH	157	1.0%
091 ALTOONA CHRISTIAN CHURCH	131	0.8%
130 STONEY CREEK HOTEL & CONFERENCE CENTER	130	0.8%
103 LUTHERAN CHURCH OF HOPE ANKENY	128	0.8%
SCC TERRACE VIEW EVENT CENTER	116	0.8%
133 POLK CITY COMMUNITY BUILDING	108	0.7%
10A NEW HORIZON PRESBYTERIAN CHURCH	104	0.7%
CLAY REG EVENT CTR 2	100	0.6%
Other values (362)	14152	91.6%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
church	4357	6.8%
center	3884	6.1%
community	2212	3.5%
hall	1598	2.5%
city	1355	2.1%
methodist	1166	1.8%
united	895	1.4%
	846	1.3%
library	842	1.3%
lutheran	800	1.3%
Other values (672)	45746	71.8%

Most occurring characters

Value	Count	Frequency (%)
	48312	11.7%
E	31531	7.6%
C	27840	6.8%
R	26504	6.4%
T	25585	6.2%
N	24392	5.9%
I	22640	5.5%
A	20512	5.0%
O	20478	5.0%
H	18567	4.5%
Other values (58)	145968	35.4%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	323599	78.5%
Space Separator	48312	11.7%
Decimal Number	18930	4.6%
Lowercase Letter	15184	3.7%
Other Punctuation	3236	0.8%
Dash Punctuation	1406	0.3%
Open Punctuation	831	0.2%
Close Punctuation	831	0.2%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
E	31531	9.7%
C	27840	8.6%
R	26504	8.2%
T	25585	7.9%
N	24392	7.5%
I	22640	7.0%
A	20512	6.3%
O	20478	6.3%
H	18567	5.7%
L	18358	5.7%
Other values (16)	87192	26.9%

Lowercase Letter

Value	Count	Frequency (%)
o	2010	13.2%
n	1399	9.2%
t	1288	8.5%
r	1253	8.3%
e	1211	8.0%
u	1179	7.8%
i	1047	6.9%
l	888	5.8%
h	800	5.3%
a	750	4.9%
Other values (11)	3359	22.1%

Decimal Number

Value	Count	Frequency (%)
1	4160	22.0%
0	3699	19.5%
3	2627	13.9%
2	2593	13.7%
9	1499	7.9%
5	1249	6.6%
4	1008	5.3%
7	801	4.2%
6	716	3.8%
8	578	3.1%

Other Punctuation

Value	Count	Frequency (%)
:	1248	38.6%
.	776	24.0%
/	516	15.9%
&	321	9.9%
'	253	7.8%
#	93	2.9%
,	29	0.9%

Space Separator

Value	Count	Frequency (%)
	48312	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1406	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	831	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	831	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	338783	82.2%
Common	73546	17.8%

Most frequent character per script

Latin

Value	Count	Frequency (%)
E	31531	9.3%
C	27840	8.2%
R	26504	7.8%
T	25585	7.6%
N	24392	7.2%
I	22640	6.7%
A	20512	6.1%
O	20478	6.0%
H	18567	5.5%
L	18358	5.4%
Other values (37)	102376	30.2%

Common

Value	Count	Frequency (%)
	48312	65.7%
1	4160	5.7%
0	3699	5.0%
3	2627	3.6%
2	2593	3.5%
9	1499	2.0%
-	1406	1.9%
5	1249	1.7%
:	1248	1.7%
4	1008	1.4%
Other values (11)	5745	7.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	412329	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	48312	11.7%
E	31531	7.6%
C	27840	6.8%
R	26504	6.4%
T	25585	6.2%
N	24392	5.9%
I	22640	5.5%
A	20512	5.0%
O	20478	5.0%
H	18567	4.5%
Other values (58)	145968	35.4%

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Cramér's V (φc)

Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

The dendrogram allows you to more fully correlate variable completion, revealing trends deeper than the pairwise ones visible in the correlation heatmap.

First rows

	DEVICE_ID_HASH	SPATIALLY_DISTINCT_GEOHASH_KEY	CND_POLL_UUID	PRECINCT_ID	PRECINCT_NAME	POLLING_LOCATION_ADDRESS	LOWER_MINUTES_WAITING	UPPER_MINUTES_WAITING	RADIUS_FROM_POLL_USED_FOR_CALCULATION	EXPECTED_MINUTES_WAITING	HOME_GEOID	HOME_COUNTY_FIPS	HAS_PING_IN_BUILDING	WAIT_TIME_MINUTES	LAST_PING_IN_CLUSTER_LOCAL_TIME	FIRST_PING_IN_CLUSTER_LOCAL_TIME	LAST_PING_IN_PREVIOUS_CLUSTER_LOCAL_TIME	FIRST_PING_IN_NEXT_CLUSTER_LOCAL_TIME	EARLIEST_TIME_LEFT_POLLS_LOCAL_TIME	LATEST_TIME_LEFT_POLLS_LOCAL_TIME	EARLIEST_TIME_ARRIVED_POLLS_LOCAL_TIME	LATEST_TIME_ARRIVED_POLLS_LOCAL_TIME	POLLING_LOCATION_SOURCE	CALCULATED_AT	VISIT_DURING_OPEN_HOURS	TIMESTAMP_OPEN_LOCAL	TIMESTAMP_CLOSE_LOCAL	POLLING_LOCATION_CENSUS_TRACT	POLLING_LOCATION_COUNTY_FIPS	POLLING_LOCATION_NAME
0	cce5e2018329913be3ebcb4235f39760	9zqumhf_general	d77a78359a234e91d2167ef7847b6e79	HS	HS	110 Main St, Hills, IA 52235, United States	10.916667	14.233333	60	13.883333	1.910301e+11	19103.0	True	13.883333	2020-11-03 10:05:30	2020-11-03 09:54:35	2020-11-03 09:51:49	2020-11-03 10:06:03	2020-11-03 10:05:30	2020-11-03 10:06:03	2020-11-03 09:51:49	2020-11-03 09:54:35	correction	2021-08-23 13:59:14.704	True	NaN	NaN	19103010401	19103	Hills Community Center
1	6ac91bbf9674101f677eb93eab3d5b8e	9zqumhf_general	d77a78359a234e91d2167ef7847b6e79	HS	HS	110 Main St, Hills, IA 52235, United States	0.000000	22.200000	60	17.300000	1.913905e+11	19139.0	False	17.300000	2020-11-03 05:54:02	2020-11-03 05:54:02	2020-11-03 05:42:34	2020-11-03 06:04:46	2020-11-03 05:54:02	2020-11-03 06:04:46	2020-11-03 05:42:34	2020-11-03 05:54:02	correction	2021-08-23 13:59:14.704	True	NaN	NaN	19103010401	19103	Hills Community Center
2	9d7b72dd88ad3257ef3c5ba364db11ce	9zw39fk_general	fce6d89b09db1889067453187930e4ee	WATERLOO 1-6	CEDAR VALLEY CHURCH	3520 Ansborough Av Waterloo 50701	18.216667	20.133333	60	19.200000	1.901300e+11	19013.0	False	19.200000	2020-11-03 00:10:23	2020-11-02 23:52:10	2020-11-02 23:51:29	2020-11-03 00:11:37	2020-11-03 00:10:23	2020-11-03 00:11:37	2020-11-02 23:51:29	2020-11-02 23:52:10	google_api	2021-08-23 13:59:14.704	True	NaN	NaN	19013001501	19013	CEDAR VALLEY CHURCH
3	7f574e294815ffc566b8f9b250d72717	9zw39fk_general	fce6d89b09db1889067453187930e4ee	WATERLOO 1-6	CEDAR VALLEY CHURCH	3520 Ansborough Av Waterloo 50701	3.650000	19.366667	60	18.616667	1.901300e+11	19013.0	False	18.616667	2020-11-03 09:53:09	2020-11-03 09:49:30	2020-11-03 09:48:50	2020-11-03 10:08:12	2020-11-03 09:53:09	2020-11-03 10:08:12	2020-11-03 09:48:50	2020-11-03 09:49:30	google_api	2021-08-23 13:59:14.704	True	NaN	NaN	19013001501	19013	CEDAR VALLEY CHURCH
4	dfb9aa0942eefa2b0c57eb6b2af415db	9zw39fk_general	fce6d89b09db1889067453187930e4ee	WATERLOO 1-6	CEDAR VALLEY CHURCH	3520 Ansborough Av Waterloo 50701	18.933333	26.283333	60	25.133333	1.901300e+11	19013.0	False	25.133333	2020-11-03 00:01:00	2020-11-02 23:42:04	2020-11-02 23:41:45	2020-11-03 00:08:02	2020-11-03 00:01:00	2020-11-03 00:08:02	2020-11-02 23:41:45	2020-11-02 23:42:04	google_api	2021-08-23 13:59:14.704	True	NaN	NaN	19013001501	19013	CEDAR VALLEY CHURCH
5	42c46d63defdcfafc3f075086ad2610b	9zw39fk_general	fce6d89b09db1889067453187930e4ee	WATERLOO 1-6	CEDAR VALLEY CHURCH	3520 Ansborough Av Waterloo 50701	0.000000	17.533333	60	17.366667	1.901300e+11	19013.0	False	17.366667	2020-11-03 08:17:37	2020-11-03 08:17:37	2020-11-03 08:07:48	2020-11-03 08:25:20	2020-11-03 08:17:37	2020-11-03 08:25:20	2020-11-03 08:07:48	2020-11-03 08:17:37	google_api	2021-08-23 13:59:14.704	True	NaN	NaN	19013001501	19013	CEDAR VALLEY CHURCH
6	f8e098bfd5c3ffd584806274f52fab92	9zw1zge_general	6d9fdc19c4255c51ed316f5c844c9821	X403	NaN	2501 HUDSON RD (SW ENTRANCE), CEDAR FALLS, IA 50614	22.883333	23.250000	60	23.183333	1.901300e+11	19013.0	True	23.183333	2020-11-03 09:37:43	2020-11-03 09:14:50	2020-11-03 09:14:28	2020-11-03 09:37:43	2020-11-03 09:37:43	2020-11-03 09:37:43	2020-11-03 09:14:28	2020-11-03 09:14:50	cpi	2021-08-23 13:59:14.704	True	NaN	NaN	19013002605	19013	UNI-DOME
7	199a2e2964714fbb7c0ba574b1274750	9zw1zgs_general	0ff583215a9f73222b20dbda7d4aa21e	CEDAR FALLS 1-2	Precinct X102	2501 Hudson Rd, Cedar Falls, IA 50614, United States	10.400000	15.000000	60	14.733333	1.915737e+11	19157.0	True	14.733333	2020-11-03 02:25:24	2020-11-03 02:15:00	2020-11-03 02:10:24	2020-11-03 02:25:24	2020-11-03 02:25:24	2020-11-03 02:25:24	2020-11-03 02:10:24	2020-11-03 02:15:00	correction	2021-08-23 13:59:14.704	True	NaN	NaN	19013002605	19013	UNI-DOME
8	ad581f3f7cb82f32cebb5941e812a99e	9ze3x7s_general	167bae45d46c7ab8531cac047c2b45f3	22	22 Morningside Branch Library	4005 Morningside Ave, Sioux City, IA 51106, United States	0.000000	8.500000	60	3.950000	NaN	NaN	False	3.950000	2020-11-03 11:44:18	2020-11-03 11:44:18	2020-11-03 11:44:18	2020-11-03 11:52:48	2020-11-03 11:44:18	2020-11-03 11:52:48	2020-11-03 11:44:18	2020-11-03 11:44:18	correction	2021-08-23 13:59:14.704	True	NaN	NaN	19193002000	19193	22 MORNINGSIDE BRANCH LIBRARY
9	0cd90738122e5a55896f1b11238bfb90	9ze3x7s_general	167bae45d46c7ab8531cac047c2b45f3	22	22 Morningside Branch Library	4005 Morningside Ave, Sioux City, IA 51106, United States	1.083333	6.933333	60	6.400000	1.919300e+11	19193.0	False	6.400000	2020-11-03 10:02:11	2020-11-03 10:01:06	2020-11-03 09:56:20	2020-11-03 10:03:16	2020-11-03 10:02:11	2020-11-03 10:03:16	2020-11-03 09:56:20	2020-11-03 10:01:06	correction	2021-08-23 13:59:14.704	True	NaN	NaN	19193002000	19193	22 MORNINGSIDE BRANCH LIBRARY

Last rows

	DEVICE_ID_HASH	SPATIALLY_DISTINCT_GEOHASH_KEY	CND_POLL_UUID	PRECINCT_ID	PRECINCT_NAME	POLLING_LOCATION_ADDRESS	LOWER_MINUTES_WAITING	UPPER_MINUTES_WAITING	RADIUS_FROM_POLL_USED_FOR_CALCULATION	EXPECTED_MINUTES_WAITING	HOME_GEOID	HOME_COUNTY_FIPS	HAS_PING_IN_BUILDING	WAIT_TIME_MINUTES	LAST_PING_IN_CLUSTER_LOCAL_TIME	FIRST_PING_IN_CLUSTER_LOCAL_TIME	LAST_PING_IN_PREVIOUS_CLUSTER_LOCAL_TIME	FIRST_PING_IN_NEXT_CLUSTER_LOCAL_TIME	EARLIEST_TIME_LEFT_POLLS_LOCAL_TIME	LATEST_TIME_LEFT_POLLS_LOCAL_TIME	EARLIEST_TIME_ARRIVED_POLLS_LOCAL_TIME	LATEST_TIME_ARRIVED_POLLS_LOCAL_TIME	POLLING_LOCATION_SOURCE	CALCULATED_AT	VISIT_DURING_OPEN_HOURS	TIMESTAMP_OPEN_LOCAL	TIMESTAMP_CLOSE_LOCAL	POLLING_LOCATION_CENSUS_TRACT	POLLING_LOCATION_COUNTY_FIPS	POLLING_LOCATION_NAME
15443	f821d481e3db00c0d516f0f6a3e9a614	9zmmmvt_general	a825b622c305e05a81014647c965e526	ANK 10	NaN	400 NW LAKESHORE DR., ANKENY, IA 50023	0.133333	3.716667	60	3.616667	1.915301e+11	19153.0	False	3.616667	2020-11-03 01:27:08	2020-11-03 01:27:00	2020-11-03 01:26:17	2020-11-03 01:30:00	2020-11-03 01:27:08	2020-11-03 01:30:00	2020-11-03 01:26:17	2020-11-03 01:27:00	cpi	2021-08-23 13:59:14.704	True	NaN	NaN	19153010205	19153	093 LAKESIDE CENTER
15444	be9b5e36c273fc3089048cc454c74f64	9zmmekr_general	0343b4b0c3d29edbf59abbf17b46c276	MADISON	Madison 1 (133)	309 Van Dorn St, Polk City, IA 50226, United States	0.000000	8.150000	60	5.016667	1.904905e+11	19049.0	False	5.016667	2020-11-03 05:31:47	2020-11-03 05:31:47	2020-11-03 05:27:43	2020-11-03 05:35:52	2020-11-03 05:31:47	2020-11-03 05:35:52	2020-11-03 05:27:43	2020-11-03 05:31:47	correction	2021-08-23 13:59:14.704	True	NaN	NaN	19153011500	19153	133 POLK CITY COMMUNITY BUILDING
15445	f16e2b719b2383e2304d8dab57b07cc8	9zrk8uq_general	1de15e8d2803191b57533485833eaf11	WILTON/MOSCOW	Wilton Twp/Moscow	1215 Cypress St, Wilton, IA 52778, United States	12.000000	12.000000	60	12.000000	1.913905e+11	19139.0	True	12.000000	2020-11-03 01:39:00	2020-11-03 01:27:00	2020-11-03 01:27:00	2020-11-03 01:39:00	2020-11-03 01:39:00	2020-11-03 01:39:00	2020-11-03 01:27:00	2020-11-03 01:27:00	correction	2021-08-23 13:59:14.704	True	NaN	NaN	19139050200	19139	WILTON COMM CENTER TWP
15446	c6ca6b9b2b4d5ae6b9bf404feb563c47	9z7fezy_general	ccaa5283b4557ea3785fad23058407e2	CB 10A	Council Bluffs 10A	30 Valley View Dr, Council Bluffs, IA 51503, United States	0.783333	13.150000	60	12.916667	1.915503e+11	19155.0	True	12.916667	2020-11-03 10:02:38	2020-11-03 10:01:51	2020-11-03 10:00:31	2020-11-03 10:13:40	2020-11-03 10:02:38	2020-11-03 10:13:40	2020-11-03 10:00:31	2020-11-03 10:01:51	correction	2021-08-23 13:59:14.704	True	NaN	NaN	19155031700	19155	10A NEW HORIZON PRESBYTERIAN CHURCH
15447	18e53ea3be2ae4c8319a663194b0fc15	9z7fezy_general	ccaa5283b4557ea3785fad23058407e2	CB 10A	Council Bluffs 10A	30 Valley View Dr, Council Bluffs, IA 51503, United States	7.783333	8.200000	60	8.000000	1.915503e+11	19155.0	False	8.000000	2020-11-03 10:09:26	2020-11-03 10:01:39	2020-11-03 10:01:22	2020-11-03 10:09:34	2020-11-03 10:09:26	2020-11-03 10:09:34	2020-11-03 10:01:22	2020-11-03 10:01:39	correction	2021-08-23 13:59:14.704	True	NaN	NaN	19155031700	19155	10A NEW HORIZON PRESBYTERIAN CHURCH
15448	ab88e793f82ef482827c8ca2c0558845	9z7fezy_general	ccaa5283b4557ea3785fad23058407e2	CB 10A	Council Bluffs 10A	30 Valley View Dr, Council Bluffs, IA 51503, United States	9.166667	19.766667	60	17.433333	1.915503e+11	19155.0	False	17.433333	2020-11-03 09:59:20	2020-11-03 09:50:10	2020-11-03 09:45:29	2020-11-03 10:05:15	2020-11-03 09:59:20	2020-11-03 10:05:15	2020-11-03 09:45:29	2020-11-03 09:50:10	correction	2021-08-23 13:59:14.704	True	NaN	NaN	19155031700	19155	10A NEW HORIZON PRESBYTERIAN CHURCH
15449	7c302ec472d9daff80ceae00a36190df	9zm7q2z_general	b8cd96df4ccac702ca7c404ca9c30d69	IN5	INDIANOLA 3	1606 IA-92, Indianola, IA 50125, United States	8.016667	12.000000	60	11.483333	1.918102e+11	19181.0	True	11.483333	2020-11-03 00:36:41	2020-11-03 00:28:40	2020-11-03 00:27:43	2020-11-03 00:39:43	2020-11-03 00:36:41	2020-11-03 00:39:43	2020-11-03 00:27:43	2020-11-03 00:28:40	correction	2021-08-23 13:59:14.704	True	NaN	NaN	19181020900	19181	MASONIC HALL
15450	39fd915012eccc1d23728d3f116fe1b6	9zmktdk_general	0abb3d548a237a9919f032786a4391ad	DM 055	Des Moines 055	120 2nd Ave A, Des Moines, IA 50309, United States	0.000000	18.716667	60	15.166667	NaN	NaN	False	15.166667	2020-11-03 03:17:47	2020-11-03 03:17:47	2020-11-03 03:05:28	2020-11-03 03:24:11	2020-11-03 03:17:47	2020-11-03 03:24:11	2020-11-03 03:05:28	2020-11-03 03:17:47	correction	2021-08-23 13:59:14.704	True	NaN	NaN	19153005101	19153	055 POLK COUNTY ELECTION OFFICE
15451	5aa75d83dca019e6928c29d48813568c	9zmktdk_general	0abb3d548a237a9919f032786a4391ad	DM 055	Des Moines 055	120 2nd Ave A, Des Moines, IA 50309, United States	0.000000	5.766667	60	5.566667	1.915300e+11	19153.0	False	5.566667	2020-11-03 11:50:13	2020-11-03 11:50:13	2020-11-03 11:45:11	2020-11-03 11:50:57	2020-11-03 11:50:13	2020-11-03 11:50:57	2020-11-03 11:45:11	2020-11-03 11:50:13	correction	2021-08-23 13:59:14.704	True	NaN	NaN	19153005101	19153	055 POLK COUNTY ELECTION OFFICE
15452	2f8426989387b6c86e824a971befdb29	9zmktdk_general	0abb3d548a237a9919f032786a4391ad	DM 055	Des Moines 055	120 2nd Ave A, Des Moines, IA 50309, United States	0.000000	4.150000	60	4.066667	1.915301e+11	19153.0	True	4.066667	2020-11-03 03:33:20	2020-11-03 03:33:20	2020-11-03 03:32:00	2020-11-03 03:36:09	2020-11-03 03:33:20	2020-11-03 03:36:09	2020-11-03 03:32:00	2020-11-03 03:33:20	correction	2021-08-23 13:59:14.704	True	NaN	NaN	19153005101	19153	055 POLK COUNTY ELECTION OFFICE

Overview

Variables

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Lowercase Letter

Most occurring scripts

Most frequent character per script

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Decimal Number

Connector Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Lowercase Letter

Most occurring scripts

Most frequent character per script

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Decimal Number

Other Punctuation

Space Separator

Dash Punctuation

Open Punctuation

Close Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Lowercase Letter

Decimal Number

Other Punctuation

Space Separator

Open Punctuation

Close Punctuation

Dash Punctuation

Most occurring scripts

Most frequent character per script

Latin